Agent Pattern MCP

An MCP server that provides agent system design expertise to AI coding agents. It analyzes requirements, selects from 68 built-in agent patterns, and generates concrete agent system designs including topology, tool contracts, state models, and message contracts. It also evaluates designs against quality attributes such as reliability, cost efficiency, latency, and safety.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by olk

Vendor documentation

What you can do with it

Analyze agent system topology and scored-pattern guidance
Generate concrete agent system designs with tool contracts
Evaluate designs against quality attributes like reliability and safety
Explore the built-in pattern catalog for agent system design

Source and maintenance

Community listingRegistry 1.0.4MIT

mcp-registry: io.github.olk/agent-pattern-mcp@1.0.4 Source repository

Last repository push: Oct 26, 2026, 11:43 AM UTC
Latest release: v1.0.4
Maintenance checked: Nov 2, 2026, 2:48 PM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

docker.io/olkowa/agent-pattern-mcp:1.0.4

ocidocker

docker.io/olkowa/agent-pattern-mcp:1.0.4 package definition

{
  "transport": "stdio",
  "identifier": "docker.io/olkowa/agent-pattern-mcp:1.0.4",
  "runtimeHint": "docker",
  "registryType": "oci",
  "packageArguments": [
    {
      "type": "positional",
      "value": "--transport"
    },
    {
      "type": "positional",
      "value": "stdio"
    }
  ],
  "runtimeArguments": [
    {
      "name": "--add-host",
      "type": "named",
      "value": "host.docker.internal:host-gateway",
      "description": "Makes a TEI embedder/reranker running on the Docker host reachable from the container (needed on Linux; already provided by Docker Desktop)."
    }
  ],
  "environmentVariables": [
    {
      "name": "GENERATOR_API_KEY",
      "format": "string",
      "isRequired": true,
      "description": "API key for the generator LLM (LiteLLM provider)."
    },
    {
      "name": "GENERATOR_PROVIDER",
      "format": "string",
      "default": "openai",
      "description": "LiteLLM provider prefix, e.g. openai, anthropic, openrouter, minimax."
    },
    {
      "name": "GENERATOR_MODEL",
      "format": "string",
      "default": "gpt-4o-mini",
      "description": "Model name, combined as <provider>/<model> via LiteLLM."
    },
    {
      "name": "GENERATOR_BASE_URL",
      "format": "string",
      "description": "OpenAI-compatible base URL (LiteLLM api_base)."
    },
    {
      "name": "PATTERN_DIRECTORY",
      "format": "string",
      "default": "/app/pattern",
      "description": "Directory with *-pattern.json files. The image bakes the 61-pattern catalog at /app/pattern."
    },
    {
      "name": "EMBEDDER_PROVIDER",
      "format": "string",
      "default": "tei",
      "description": "Embedding backend for pattern retrieval: tei, openai, ollama, vllm or hosted_vllm."
    },
    {
      "name": "EMBEDDER_BASE_URL",
      "format": "string",
      "description": "Embedder endpoint. For TEI sidecars on the host use http://host.docker.internal:8080/v1 (add --add-host=host.docker.internal:host-gateway on Linux)."
    },
    {
      "name": "EMBEDDER_API_KEY",
      "format": "string",
      "description": "API key for the embedder. Required for startup even with keyless TEI; use 'not-needed' there."
    },
    {
      "name": "RERANKER_BASE_URL",
      "format": "string",
      "description": "TEI cross-encoder reranker endpoint used during pattern retrieval."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 2, 2026, 2:48 PM UTC · repository · passed · metadata changed · updated
Nov 2, 2026, 2:48 PM UTC · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "agent-pattern-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "GENERATOR_API_KEY=<YOUR_GENERATOR_API_KEY>",
        "-e",
        "GENERATOR_PROVIDER=<YOUR_GENERATOR_PROVIDER>",
        "-e",
        "GENERATOR_MODEL=<YOUR_GENERATOR_MODEL>",
        "-e",
        "GENERATOR_BASE_URL=<YOUR_GENERATOR_BASE_URL>",
        "-e",
        "PATTERN_DIRECTORY=<YOUR_PATTERN_DIRECTORY>",
        "-e",
        "EMBEDDER_PROVIDER=<YOUR_EMBEDDER_PROVIDER>",
        "-e",
        "EMBEDDER_BASE_URL=<YOUR_EMBEDDER_BASE_URL>",
        "-e",
        "EMBEDDER_API_KEY=<YOUR_EMBEDDER_API_KEY>",
        "-e",
        "RERANKER_BASE_URL=<YOUR_RERANKER_BASE_URL>",
        "docker.io/olkowa/agent-pattern-mcp:1.0.4",
        "--transport",
        "stdio"
      ],
      "env": {
        "GENERATOR_API_KEY": "<YOUR_GENERATOR_API_KEY>",
        "GENERATOR_PROVIDER": "<YOUR_GENERATOR_PROVIDER>",
        "GENERATOR_MODEL": "<YOUR_GENERATOR_MODEL>",
        "GENERATOR_BASE_URL": "<YOUR_GENERATOR_BASE_URL>",
        "PATTERN_DIRECTORY": "<YOUR_PATTERN_DIRECTORY>",
        "EMBEDDER_PROVIDER": "<YOUR_EMBEDDER_PROVIDER>",
        "EMBEDDER_BASE_URL": "<YOUR_EMBEDDER_BASE_URL>",
        "EMBEDDER_API_KEY": "<YOUR_EMBEDDER_API_KEY>",
        "RERANKER_BASE_URL": "<YOUR_RERANKER_BASE_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "agent-pattern-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "GENERATOR_API_KEY=<YOUR_GENERATOR_API_KEY>",
        "-e",
        "GENERATOR_PROVIDER=<YOUR_GENERATOR_PROVIDER>",
        "-e",
        "GENERATOR_MODEL=<YOUR_GENERATOR_MODEL>",
        "-e",
        "GENERATOR_BASE_URL=<YOUR_GENERATOR_BASE_URL>",
        "-e",
        "PATTERN_DIRECTORY=<YOUR_PATTERN_DIRECTORY>",
        "-e",
        "EMBEDDER_PROVIDER=<YOUR_EMBEDDER_PROVIDER>",
        "-e",
        "EMBEDDER_BASE_URL=<YOUR_EMBEDDER_BASE_URL>",
        "-e",
        "EMBEDDER_API_KEY=<YOUR_EMBEDDER_API_KEY>",
        "-e",
        "RERANKER_BASE_URL=<YOUR_RERANKER_BASE_URL>",
        "docker.io/olkowa/agent-pattern-mcp:1.0.4",
        "--transport",
        "stdio"
      ],
      "env": {
        "GENERATOR_API_KEY": "<YOUR_GENERATOR_API_KEY>",
        "GENERATOR_PROVIDER": "<YOUR_GENERATOR_PROVIDER>",
        "GENERATOR_MODEL": "<YOUR_GENERATOR_MODEL>",
        "GENERATOR_BASE_URL": "<YOUR_GENERATOR_BASE_URL>",
        "PATTERN_DIRECTORY": "<YOUR_PATTERN_DIRECTORY>",
        "EMBEDDER_PROVIDER": "<YOUR_EMBEDDER_PROVIDER>",
        "EMBEDDER_BASE_URL": "<YOUR_EMBEDDER_BASE_URL>",
        "EMBEDDER_API_KEY": "<YOUR_EMBEDDER_API_KEY>",
        "RERANKER_BASE_URL": "<YOUR_RERANKER_BASE_URL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "agent-pattern-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "GENERATOR_API_KEY=<YOUR_GENERATOR_API_KEY>",
        "-e",
        "GENERATOR_PROVIDER=<YOUR_GENERATOR_PROVIDER>",
        "-e",
        "GENERATOR_MODEL=<YOUR_GENERATOR_MODEL>",
        "-e",
        "GENERATOR_BASE_URL=<YOUR_GENERATOR_BASE_URL>",
        "-e",
        "PATTERN_DIRECTORY=<YOUR_PATTERN_DIRECTORY>",
        "-e",
        "EMBEDDER_PROVIDER=<YOUR_EMBEDDER_PROVIDER>",
        "-e",
        "EMBEDDER_BASE_URL=<YOUR_EMBEDDER_BASE_URL>",
        "-e",
        "EMBEDDER_API_KEY=<YOUR_EMBEDDER_API_KEY>",
        "-e",
        "RERANKER_BASE_URL=<YOUR_RERANKER_BASE_URL>",
        "docker.io/olkowa/agent-pattern-mcp:1.0.4",
        "--transport",
        "stdio"
      ],
      "env": {
        "GENERATOR_API_KEY": "<YOUR_GENERATOR_API_KEY>",
        "GENERATOR_PROVIDER": "<YOUR_GENERATOR_PROVIDER>",
        "GENERATOR_MODEL": "<YOUR_GENERATOR_MODEL>",
        "GENERATOR_BASE_URL": "<YOUR_GENERATOR_BASE_URL>",
        "PATTERN_DIRECTORY": "<YOUR_PATTERN_DIRECTORY>",
        "EMBEDDER_PROVIDER": "<YOUR_EMBEDDER_PROVIDER>",
        "EMBEDDER_BASE_URL": "<YOUR_EMBEDDER_BASE_URL>",
        "EMBEDDER_API_KEY": "<YOUR_EMBEDDER_API_KEY>",
        "RERANKER_BASE_URL": "<YOUR_RERANKER_BASE_URL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "agent-pattern-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "GENERATOR_API_KEY=<YOUR_GENERATOR_API_KEY>",
        "-e",
        "GENERATOR_PROVIDER=<YOUR_GENERATOR_PROVIDER>",
        "-e",
        "GENERATOR_MODEL=<YOUR_GENERATOR_MODEL>",
        "-e",
        "GENERATOR_BASE_URL=<YOUR_GENERATOR_BASE_URL>",
        "-e",
        "PATTERN_DIRECTORY=<YOUR_PATTERN_DIRECTORY>",
        "-e",
        "EMBEDDER_PROVIDER=<YOUR_EMBEDDER_PROVIDER>",
        "-e",
        "EMBEDDER_BASE_URL=<YOUR_EMBEDDER_BASE_URL>",
        "-e",
        "EMBEDDER_API_KEY=<YOUR_EMBEDDER_API_KEY>",
        "-e",
        "RERANKER_BASE_URL=<YOUR_RERANKER_BASE_URL>",
        "docker.io/olkowa/agent-pattern-mcp:1.0.4",
        "--transport",
        "stdio"
      ],
      "env": {
        "GENERATOR_API_KEY": "<YOUR_GENERATOR_API_KEY>",
        "GENERATOR_PROVIDER": "<YOUR_GENERATOR_PROVIDER>",
        "GENERATOR_MODEL": "<YOUR_GENERATOR_MODEL>",
        "GENERATOR_BASE_URL": "<YOUR_GENERATOR_BASE_URL>",
        "PATTERN_DIRECTORY": "<YOUR_PATTERN_DIRECTORY>",
        "EMBEDDER_PROVIDER": "<YOUR_EMBEDDER_PROVIDER>",
        "EMBEDDER_BASE_URL": "<YOUR_EMBEDDER_BASE_URL>",
        "EMBEDDER_API_KEY": "<YOUR_EMBEDDER_API_KEY>",
        "RERANKER_BASE_URL": "<YOUR_RERANKER_BASE_URL>"
      }
    }
  }
}

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